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Table 3 Rates of false positives or negatives of BMI- and WHR-defined obesity based on the criteria of BFP

From: Body mass index and waist-to-hip ratio misclassification of overweight and obesity in Chinese military personnel

Obesity

status

BFP standarda

P value

 

Obesity

status

BFP standarda

P value

 

Overweight/obese

(BFP ≥ 22%)

Non-overweight/non-obese

(BFP < 22%)

Rates of false positive or negative

Overweight/obese (BFP ≥ 22%)

Non-overweight/non-obese

(BFP < 22%)

Rates of false positive or negative

Military personnel

Overweight/obese

(BMI ≥ 24 kg/m2)

14

65

< 0.01

False positive 19.2% (65/339)

Obese (WHR ≥ 0.91)

13

47

< 0.01

False positive

13.9% (47/339)

Non-overweight/non-obese (BMI < 24 (kg/m2)

0

274

False negative 0% (0/14)

Non-obese (WHR < 0.91)

1

292

False negative 7.1% (1/14)

Age-matched control group

Overweight/obese

(BMI ≥ 24 (kg/m2)

22

18

0.076

False positive 5.1% (18/350)

Obese (WHR ≥ 0.91)

26

19

< 0.01

False positive 5.4% (19/350)

Non-overweight/non-obese (BMI < 24 (kg/m2)

8

332

False negative 26.7% (8/30)

Non-obese (WHR < 0.91)

4

331

False negative 13.3% (4/30)

  1. Note: BMI body mass index, BFP body fat percentage, WHR waist-to-hip ratio
  2. aFor each analysis, BFP served as standard and BMI or WHR-based categories as “screening tests”
  3. False-positive and false-negative rates were calculated using following equations: False positive rate = BMI or WHRoverweight/obese BFPnonoverweight/nonobese/BFP nonoverweight/nonobese. False negative rate = BMI or WHRnonoverweight/non obese BFPoverweight/obese/BFPoverweight/obese. The numbers in the parenthesis were represented according to the formulas of calculating false positive/negative rates above